• DocumentCode
    2093665
  • Title

    A collaborative control of brain computer interface and robotic wheelchair

  • Author

    Widyotriatmo, Augie ; Suprijanto ; Andronicus, Stephen

  • Author_Institution
    Instrumentation & Control, Industrial Technology Faculty, Bandung Institute of Technology, ITB, Bandung, Indonesia
  • fYear
    2015
  • fDate
    May 31 2015-June 3 2015
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This paper presents a new scheme in collaborating non-invasive brain computer interface (BCI) and a wheelchair equipped with robotic systems. The BCI system implements steady state visual evoked potential (SSVEP) method that extracts features from electro-encephalography (EEG) signals in determining the intentions or commands from human-brain. The classification of EEG signals utilizes filter-bank in accordance with frequency of the stimuli visual. The user intentions, which are to move “left”, “right”, and “forward”, and “stop” are collaborated with an intelligent robotic system of a wheelchair. The wheelchair system is equipped with environment recognition sensors. The collaborative control is to manage the motion of the wheelchair based upon the intention of the user and the condition of the environment. The scenario is limited to the collaboration of BCI-robotic wheelchair in a corridor environment with walls on both sides. The user intention is set to “forward”. The intelligent robotic wheelchair perform wall following and obstacle avoidance motions while receiving the command “forward”. Also, it performs emergency-stop if the extracted intentions from the BCI put the user in dangerous situation. Experimental results are conducted to show the effectiveness of the proposed method.
  • Keywords
    Collaboration; Electroencephalography; Mobile robots; Robot sensing systems; Wheelchairs; EEG; collaborative control; mobile robot; non-invasive BCI; obstacle avoidance; wall-following; wheelchair;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (ASCC), 2015 10th Asian
  • Conference_Location
    Kota Kinabalu, Malaysia
  • Type

    conf

  • DOI
    10.1109/ASCC.2015.7244838
  • Filename
    7244838